Projects per year
Personal profile
Areas of expertise
Diplomas
Awards
Education/Academic qualification
Doctor of Science, Uncertainty and Label Noise in Machine Learning, Université Catholique de Louvain
Award Date: 15 Sept 2013
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Dive into the research topics where Benoît Frénay is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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SafeTransRNN: Improved temporal segmentation using RNNs with state duration constraints and fuzzy transitions modelling
Poitier, P. (PI) & Frénay, B. (Supervisor)
1/01/25 → 30/09/26
Project: Research
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VAMOS: Venus Atmosphere exploration through machine learning and open science in preparation to EnVision
Vandaele ICPAE, A. C. (PI), Frénay, B. (CoPI), Sermeus, J. (CoPI) & Claes, S. (CoPI)
15/09/22 → 14/09/26
Project: Research
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ARIAC by DigitalWallonia4.AI: Applications and Research for Trusted Artificial Intelligence (TRAIL-Foundations)
Frénay, B. (PI), Jacquet, J.-M. (CoI), Dumas, B. (CoI), Devroey, X. (CoI), Tuci, E. (CoI), Beuls, K. (CoI), Linden, I. (CoI), Burnay, C. (CoI), Vanderose, B. (CoI), Cleve, A. (CoI), Perrouin, G. (CoI), Heymans, P. (CoI), Vanhoof, W. (CoI), Ferry-Danini, J. (CoI) & Balfroid, M. (Researcher)
1/01/21 → 30/09/27
Project: Research
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Supporting Underrepresented Sign Languages through Unsupervised and Continual Deep Learning
Basso Madjoukeng, A. (PI), Kenmogne, E. B. (Co-supervisor) & Frénay, B. (Supervisor)
1/09/24 → 30/08/26
Project: PHD
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Are We Studying the Same Filter Bubble? A Conceptual Framework of the Empirical Literature
Albert, J., Leysen, J., Frénay, B., Dumas, B. & Michiels, L., 8 Jun 2026, Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026. CEUR Workshop Proceedings, 16 p.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
File46 Downloads (Pure) -
Explicit Image Enhancement for Increased Energy Consumption Reduction in SkipNets
Basso Madjoukeng, A. & Frénay, B., 16 Jul 2026, (Accepted/In press) ECML-PKDD @ Green AI.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile18 Downloads (Pure) -
Leveraging Unannotated Sign Language Data via a Robust Data Augmentation Method for Contrastive Representation Learning
Basso Madjoukeng, A., Poitier, P., Couplet, A., Kenmogne, E. B. & Frénay, B., 11 May 2026, Language Resources and Evaluation Conference.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile32 Downloads (Pure) -
Long-Term Sign Language Data Crowdsourcing Through Collaborative Lexicons
Poitier, P., Fink, J., Basso Madjoukeng, A., Couplet, A. & Frénay, B., 11 May 2026, Language Resources and Evaluation Conference.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
File54 Downloads (Pure) -
Mitigating Semantic Drift in Contrastive Learning: Application to Image-Based Sign Language Recognition
Basso Madjoukeng, A., Poitier, P., Kenmogne, E. B. & Frénay, B., 11 Jul 2026, (Accepted/In press) In: Signal, Image and Video Processing.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Downloads (Pure)
Activities
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9ème Colloque International sur l'Enseignement de la Statistique
Remiche, M.-A. (Member of Organizing Committee), Lethimonnier, C. (Member of Organizing Committee), Bihin, B. (Member of Organizing Committee), Frénay, B. (Member of Organizing Committee), Gulina, M. (Member of Organizing Committee), Henry, V. (Member of Organizing Committee), Vandenkerckhof, Y. (Member of Organizing Committee) & Vermandele, C. (Member of Organizing Committee)
2026 → …Activity: Participating in or organising an event types › Participation to a Symposium, a study Day
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31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Noulapeu Ngaffo, A. (Contributor), Albert, J. (Participant), Frénay, B. (Participant) & Perrouin, G. (Participant)
4 Oct 2023 → 6 Oct 2023Activity: Participating in or organising an event types › Participation in conference
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Création d’un outil d’aide à l’apprentissage du français par la lecture pour les élèves sourds et malentendants
Cleve, A. (Supervisor), Meurant, L. (Jury Member), Frénay, B. (Jury Member) & Meurice, L. (Co-Supervisor)
19 Jun 2023Activity: Examinations › Jury
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Dictionnaire bilingue contextuel entre langue des signes (LSFB) et français
Meurant, L. (Speaker), Fink, J. (Speaker), Fonze, S. (Speaker), ANDRE, M. (Speaker), Poitier, P. (Speaker), Heylens, A. (Speaker), Sonnemans, B. (Speaker), Frénay, B. (Speaker), Meurice, L. (Speaker) & Cleve, A. (Speaker)
12 Oct 2022Activity: Talk or presentation types › Oral presentation
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Traitement automatique des langues des signes : questions et avancées actuelles
Meurant, L. (Organiser), Braffort, A. (Invited Speaker), Filhol, M. (Invited Speaker), Fink, J. (Participant), Poitier, P. (Participant), ANDRE, M. (Participant), Frénay, B. (Participant) & Cleve, A. (Participant)
13 Oct 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Press/Media
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New Findings from University of Namur in the Area of Data Mining and Knowledge Discovery Reported (Gradient-based Explanation for Non-linear Non-parametric Dimensionality Reduction)
9/08/24
1 item of Media coverage
Press/Media: Expert Comment
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Findings from University of Namur Provides New Data about Machine Learning (When Magnetron Sputtering Deposition Meets Machine Learning: Application To Process Anomaly Detection)
Lucas, S., Frénay, B. & Delchevalerie, V.
19/02/24
1 item of Media coverage
Press/Media: Expert Comment
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Study Data from University of Namur Update Knowledge of Engineering (Towards Better Transition Modeling In Recurrent Neural Networks: the Case of Sign Language Tokenization)
Frénay, B., Fink, J. & Poitier, P.
31/01/24
1 item of Media coverage
Press/Media: Expert Comment
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Findings from University of Namur in the Area of Information and Knowledge Management Described [Do Open Government Data (Ogd) Portals Show Signs of Knowledge Management (Km) Practices?: an Empirical Investigation]
25/12/23
1 item of Media coverage
Press/Media: Expert Comment
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Dictionnaire contextuel bilingue langue des signes de Belgique francophone - français
André, M., Meurant, L., Cleve, A., Frénay, B., Dumas, B., Fonze, S., Sonnemans, B., Gobert, M., Fink, J., Poitier, P., Meurice, L. & Heylens, A.
11/10/22 → 13/06/23
20 items of Media coverage, 2 Media contributions
Press/Media: Other